From Strong Engineering Foundations to Next-gen Innovation

Rooted in Electrical & Computer Engineering, I evolved into a full-stack engineer and AI systems builder.

Today, I bridge deep ML research, product architecture, and software delivery across healthcare, biotech, and high-impact innovation domains.

I work across the spectrum: agentic AI systems, protein ML pipelines, cloud infrastructure, and production-ready full-stack platforms.

My work style combines research depth, engineering excellence, and delivery speed, from first-principles prototyping to reliable systems ready for real-world use.

Legacy Portfolio Project

Legacy portfolio preview

*Relic from early days, now a legacy project.

Current Roles

Doctoral Researcher @ ETH Zurich – Developing advanced AI pipelines for antibody design, improving protein language and structure model workflows, and contributing core ML architecture to translational protein engineering.

Focus areas include transfer learning for PLMs, in-house data leverage strategies, model benchmarking, and computational approaches that connect discovery workflows with practical immune engineering outcomes.

AI Solutions Architect & Agentic Systems Lead @ Botnar Institute Spin-off (Stealth) – Leading agentic capabilities for the flagship intelligence platform, owning architecture and repository standards, and turning research concepts into deployable product features.

Acting as the bridge between research, infrastructure, and product stakeholders to reduce delivery risk and accelerate pre-Series-A execution milestones.

Former ML & Infrastructure Engineer @ Botnar Institute of Immune Engineering – Shaped computational strategy, data/ML infrastructure, and software architecture in a joint role alongside PhD research.

Open to discussing collaborations, projects, and opportunities. Make it exciting!

Experience Highlights

Software Engineer @ Aristotle University of Thessaloniki (2020-2023) – Delivered full-stack systems for major EU-funded projects, including ClinApp, HosmartAI Hub, and ThessHF.

Built patient-facing and clinician-facing products using modern web and mobile stacks, while connecting AI services and backend infrastructure to support reliable healthcare workflows.

Founder / Engineer / Consultant @ Software Engineering Agency (2021-2023) – Built end-to-end digital products for institutional clients such as Polyptychon, Athens Epidaurus Festival, and NOESIS.

Led full-cycle product delivery from architecture and implementation to deployment and iteration, balancing technical quality with institutional communication and timelines.

Signal Processing Intern @ NextGrowth Novelty Corporation (2020) – Worked on EEG signal processing and VR cognitive training systems that evolved into NeuroFootballCoach.

Education & Technical Focus

PhD, AI for Protein Engineering @ ETH Zurich – Antibody engineering, PLMs, RL pipelines, and computational immunology.

MSc, Biomedical Engineering @ Aristotle University of Thessaloniki – Computational biology, machine learning, and statistics.

MEng, Electrical & Computer Engineering @ Aristotle University of Thessaloniki – Software engineering, computer systems, and machine learning.

Core stack includes Python, JavaScript/TypeScript, API and microservice design, LLM/agentic systems, protein ML tooling, cloud/HPC workflows, and MLOps infrastructure.

Hands-on with LangGraph/LangChain, PyTorch ecosystems, Hugging Face tooling, containerized services, and production pipelines across cloud and SLURM-based high-performance environments.

Working languages: English (professional), Greek (native), Chinese (conversational).

Entrepreneurship, Publications & Innovation

Entrepreneurial track spans founder-led product development, patent-backed innovation, and translation of advanced research into deployable systems.

Contributed to peer-reviewed and workshop research in protein engineering and healthcare AI, including work presented at NeurIPS workshops and bioRxiv preprints.

Contributed core ML architecture to FcGPT, now commercialized through ETH spin-out Fy Cappa Biologics AG.

Founder and technical lead of NeuroFootballCoach, with patented cognitive training methodology (GR 1010685) and a competitive EUR 800k non-dilutive R&D grant award.

Selected outputs include work on generative antibody Fc design, transfer learning benchmarks for protein language models, and applied healthcare informatics systems.

Recent publications and patents span NeurIPS workshops, bioRxiv preprints, IOS Press volumes, and innovation programs translating research into deployable technologies.